Triple

T16974212
Position Surface form Disambiguated ID Type / Status
Subject Victor Shoup E411765 entity
Predicate knownFor P22 FINISHED
Object NTL (Number Theory Library)
NTL (Number Theory Library) is a high-performance C++ library developed by Victor Shoup for computations in number theory, including arbitrary-precision integers, finite fields, and related algebraic structures.
E1242674 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: NTL (Number Theory Library) | Statement: [Victor Shoup, knownFor, NTL (Number Theory Library)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NTL (Number Theory Library)
Context triple: [Victor Shoup, knownFor, NTL (Number Theory Library)]
  • A. NTL
    NTL was a major UK cable television and telecommunications company that became part of Virgin Media following a series of mergers and rebrandings.
  • B. NTIC
    NTIC is the commonly used abbreviation for the National Telecommunications and Information Council, a governmental body focused on telecommunications and information policy.
  • C. Lenstra elliptic-curve factorization method
    The Lenstra elliptic-curve factorization method is an integer factorization algorithm that uses properties of elliptic curves over finite fields to efficiently find nontrivial factors of large numbers, especially those with relatively small prime divisors.
  • D. Zassenhaus algorithm for factoring polynomials over the rationals
    The Zassenhaus algorithm for factoring polynomials over the rationals is a classical computational method that reduces rational polynomial factorization to modular factorization and then recombines the results using lifting techniques.
  • E. Miller algorithm
    The Miller algorithm is an efficient computational method used in elliptic curve cryptography to evaluate pairings such as the Weil and Tate pairings.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: NTL (Number Theory Library)
Triple: [Victor Shoup, knownFor, NTL (Number Theory Library)]
Generated description
NTL (Number Theory Library) is a high-performance C++ library developed by Victor Shoup for computations in number theory, including arbitrary-precision integers, finite fields, and related algebraic structures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NTL (Number Theory Library)
Target entity description: NTL (Number Theory Library) is a high-performance C++ library developed by Victor Shoup for computations in number theory, including arbitrary-precision integers, finite fields, and related algebraic structures.
  • A. NTL
    NTL was a major UK cable television and telecommunications company that became part of Virgin Media following a series of mergers and rebrandings.
  • B. NTIC
    NTIC is the commonly used abbreviation for the National Telecommunications and Information Council, a governmental body focused on telecommunications and information policy.
  • C. Lenstra elliptic-curve factorization method
    The Lenstra elliptic-curve factorization method is an integer factorization algorithm that uses properties of elliptic curves over finite fields to efficiently find nontrivial factors of large numbers, especially those with relatively small prime divisors.
  • D. Zassenhaus algorithm for factoring polynomials over the rationals
    The Zassenhaus algorithm for factoring polynomials over the rationals is a classical computational method that reduces rational polynomial factorization to modular factorization and then recombines the results using lifting techniques.
  • E. Miller algorithm
    The Miller algorithm is an efficient computational method used in elliptic curve cryptography to evaluate pairings such as the Weil and Tate pairings.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d0af06688190a77682aa297cd27e completed April 18, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d4738fbc819099e8281ebc777091 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d51835c48190b1a37de6ac25ceaa completed May 10, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_6a00d59b96108190a0e55f01529a0b64 completed May 10, 2026, 6:59 p.m.
Created at: April 10, 2026, 5:31 a.m.